Triple
T3156262
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Public Law 110-289 |
E65991
|
entity |
| Predicate | containsTitle |
P3254
|
FINISHED |
| Object | FHA Modernization |
E65832
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: FHA Modernization | Statement: [Public Law 110-289, containsTitle, FHA Modernization]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: FHA Modernization Context triple: [Public Law 110-289, containsTitle, FHA Modernization]
-
A.
FHA modernization measures
chosen
FHA modernization measures are reforms aimed at updating and strengthening the Federal Housing Administration’s mortgage insurance programs to expand access to affordable homeownership and improve the agency’s financial stability.
-
B.
FHA 203(k) rehabilitation mortgage insurance program
The FHA 203(k) rehabilitation mortgage insurance program is a U.S. government-backed loan option that allows homebuyers and homeowners to finance both the purchase (or refinance) of a property and the cost of its repairs or renovations into a single mortgage.
-
C.
“Base of the Future” modernization project
The “Base of the Future” modernization project is a comprehensive U.S. Air Force initiative to rebuild and transform Tyndall Air Force Base into a highly resilient, technologically advanced installation that serves as a model for future military bases.
-
D.
Cranston-Gonzalez National Affordable Housing Act
The Cranston-Gonzalez National Affordable Housing Act is a landmark 1990 U.S. federal law that expanded and restructured housing assistance programs to increase the supply of affordable housing for low- and moderate-income households.
-
E.
Federal Housing Enterprises Financial Safety and Soundness Act of 1992
The Federal Housing Enterprises Financial Safety and Soundness Act of 1992 is a U.S. law that established a regulatory framework and oversight standards for government-sponsored housing enterprises such as Fannie Mae and Freddie Mac to ensure their financial safety and stability.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69ad85850c1481908a9e9c6242238de2 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada5eafa4c8190a65cc1312823144c |
completed | March 8, 2026, 4:38 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b225068444819080e2b8b6b1260613 |
completed | March 12, 2026, 2:29 a.m. |
Created at: March 8, 2026, 3:05 p.m.